Dataset Versions

v2

2024-01-10 12:18pm

Generated on Jan 10, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 87%
1032Images
Valid Set 8%
99Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x480

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Hue: Between -25° and +25°
Brightness: Between -25% and +25%